As a preprocessing step for the video stream, facial key-points and rotations are extracted using Openface [1]}, [2]}. We then extract the mouth area, align it to the vertical axis, and normalize its size to \(120\times 120\)  pixels. Each video input is a temporal stack of five consecutive video frames, and the stride of consecutive video inputs is one frame, see Fig. REF (a).
